Ph.D. candidate CPSS Lab Southeast University zhuxuelin23@gmail.com zhuxuelin@seu.edu.cn Google Scholar   CV

About me

I am currently a forth-year Ph.D. candidate in CPSS Lab, Southeast University. I am supervised by Prof. Jiuxin Cao. I received bachelor's degree in Compute Science in Hohai University (HHU) in 2016 and master's degree in Computer Science in Southeast University (SEU) in 2019. My current research interests are deep learning, language and vision and social network.

News

• [05/2024] One paper accepted by TCSVT 2024.

• [07/2023] One paper accepted by ICCV 2023.

• [07/2022] One paper accepted by ACM MultiMedia 2022.

Preprints

• Text as Image: Learning Transferable Adapter for Multi-Label Classification
  Xuelin Zhu, Jiuxin Cao, Dongqi Tang, Furong Xu, Weijia Liu, Jiawei Ge, Bo Liu, Qingpei Guo, Tianyi Zhang
  arXiv preprint arXiv:2312.04160, 2023.




• Query-Based Knowledge Sharing for Open-Vocabulary Multi-Label Classification
  Xuelin Zhu, Jian Liu, Dongqi Tang, Jiawei Ge, Weijia Liu, Bo Liu, Jiuxin Cao
  arXiv preprint arXiv:2401.01181, 2023.

Publications

• Semantic-Guided Representation Enhancement for Multi-Label Image Classification [Github]
  Xuelin Zhu, Jianshu Li, Jiuxin Cao, Dongqi Tang, Jian Liu, Bo Liu
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.




• Scene-Aware Label Graph Learning for Multi-Label Image Classification
  Xuelin Zhu, Jian Liu, Weijia Liu, Jiawei Ge, Bo Liu, Jiuxin Cao
  International Conference on Computer Vision (ICCV), 2023.




• Exploring Visual Pre-training for Robot Manipulation: Datasets, Models and Methods [Project]
  Ya Jing*, Xuelin Zhu*, Xingbin Liu*, Qie Sima, Taozheng Yang, Yunhai Feng, Tao Kong (*Equal contribution)
  International Conference on Intelligent Robots and Systems (IROS), 2023




• Two-Stream Transformer for Multi-Label Image Classification [Github]
  Xuelin Zhu, Jiuxin Cao, Jiawei Ge, Weijia Liu, Bo Liu
  ACM International Conference on Multimedia, 2022




• An Effective Ensemble Method for AliProducts Challenge: Large-scale Product Recognition [YouTube] [YouKu]
  Xuelin Zhu, Weijia Liu
  International conference on Computer Vision and Pattern Recognition, RetailVision workshop, 2021




• Visual-Textual Sentiment Analysis Enhanced by Hierarchical Cross-Modality Interaction
  Tao Zhou, Jiuxin Cao, Xuelin Zhu, Bo Liu, Shancang Li
  IEEE Systems Journal, 2020.




• Joint Visual-Textual Sentiment Analysis Based on Cross-modality Attention Mechanism
  Xuelin Zhu, Biwei Cao, Shuai Xu, Bo Liu, Jiuxin Cao
  International conference on multimedia modeling. Springer, Cham, 2019.




• Community Discovery Based on Social Relations and Temporal-Spatial Topics in LBSNs
  Shuai Xu, Jiuxin Cao, Xuelin Zhu, Yi Dong, Bo Liu
  Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer, Cham, 2018.

Awards & Honors

• The Third Prize of the Language Enhancement Based New Image Categories Discovering Contest in the 2023 Second Guangdong-Hong Kong-Macao Greater Bay Area International Algorithm Case Competition. 2024.01

• The Third Place of the CVPR 2021 AliProducts Challenge: Large-scale Product Recognition. 2021.06

• The First Place of the Video Generation Challenge in 2020 Zhejiang Lab Cup Global AI Competition. 2020.10

• Excellent Master's Thesis. 2019.06

• National Scholarship. 2018.10

• Excellent Bachelor's Thesis. 2016.05

Academic Services

• Journal Reviewer of IEEE TCSVT, TMM

• Conference Reviewer of ACMMM 2023, NeurIPS 2024, ICLR 2025